{"id":"W4232657748","doi":"10.7202/017701ar","title":"Préface/Preface","year":2007,"lang":"fr","type":"article","venue":"Revue de l’Université de Moncton","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Humanities; Face (sociological concept); Sociology; Philosophy; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001896397,0.0009156639,0.0008712623,0.002583902,0.002121868,0.003443357,0.001252301,0.001293959,0.2525176],"category_scores_gemma":[0.01653176,0.0002867376,0.0005430743,0.001793812,0.0006729481,0.002979296,0.002098115,0.00349044,0.1708414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002602099,"about_ca_system_score_gemma":0.00267577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004692407,"about_ca_topic_score_gemma":0.003763699,"domain_scores_codex":[0.9987307,0.0001973939,0.0001190391,0.0002139898,0.0006455639,0.00009328895],"domain_scores_gemma":[0.9916533,0.001115914,0.0004057163,0.000573588,0.005015454,0.001236067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003790479,0.00002126473,0.0001296394,0.000288661,0.000003523228,0.00006656585,0.0001707777,0.00005649252,0.0002344484,0.00460464,0.9436012,0.05078492],"study_design_scores_gemma":[0.000005044748,0.00002035606,0.0004139657,0.0002930033,0.000002214402,0.00009755835,0.00008639862,0.00002305573,0.0001153276,0.001298367,0.9976367,0.000008053071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002325668,0.03787253,0.006850637,0.07442197,0.391223,0.0009468956,0.0150961,0.001530093,0.469733],"genre_scores_gemma":[0.02027878,0.02858566,0.005277545,0.0164222,0.1224902,0.001041723,0.01576124,0.001482239,0.7886603],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2525176,"threshold_uncertainty_score":0.8447555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645656848986408,"score_gpt":0.2718324654956115,"score_spread":0.2553758970057474,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}